Image Classification Using Python and Techniques of Computer Vision and Machine Learning: 1 - Softcover

Magic, Dr. Mark

 
9781796607260: Image Classification Using Python and Techniques of Computer Vision and Machine Learning: 1
Softcover
ISBN 10: 1796607266 ISBN 13: 9781796607260
Verlag: Independently published, 2019

Inhaltsangabe

This book implemented six different algorithms to classify images with prediction accuracy as the primary criterion and time consumption as the secondary one. The accuracies varied between about 30% and 90%, while the time consumptions varied from several seconds to more than one hour. Considering both criteria, the Pre-Trained AlexNet Features Representation plus a Classifier, such as the k-Nearest Neighbors (KNN) and the Support Vector Machines (SVM), was concluded as the best algorithm.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor

This book implemented six different algorithms to classify images with prediction accuracy as the primary criterion and time consumption as the secondary one. The accuracies varied between about 30% and 90%, while the time consumptions varied from several seconds to more than one hour. Considering both criteria, the Pre-Trained AlexNet Features Representation plus a Classifier, such as the k-Nearest Neighbors (KNN) and the Support Vector Machines (SVM), was concluded as the best algorithm.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Independently published
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
1796607266
ISBN 13 
9781796607260
Einband
Tapa blanda
Anzahl der Seiten
114
Herausgeber
Magic John
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar